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Hypothesis test

夏皮罗-威尔克正态性检验

夏皮罗-威尔克检验是一种假设检验,用于检查连续变量是否来自正态分布。它由塞缪尔·夏皮罗(Samuel Shapiro)和马丁·威尔克(Martin Wilk)于1965年提出,被认为是检验正态性最强大的方法之一,推荐用于样本量小于5000的情况。

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来源

  1. Shapiro, S. S. & Wilk, M. B. (1965). An analysis of variance test for normality (complete samples). Biometrika, 52(3-4), 591–611. DOI: 10.1093/biomet/52.3-4.591

如何引用本页

ScholarGate. (2026, June 1). Shapiro-Wilk normality test. ScholarGate. https://scholargate.app/zh/statistics/shapiro-wilk-test

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被引用于

ScholarGateShapiro-Wilk test (Shapiro-Wilk normality test). 于 2026-06-15 检索自 https://scholargate.app/zh/statistics/shapiro-wilk-test · 数据集: https://doi.org/10.5281/zenodo.20539026